Zambian Language Trainer Window

Curate local language datasets and trigger asynchronous machine learning training

Multilingual

Select Target Zambian Dialect to Manage & Train:

🇿🇲 Unified (All)
🇿🇲 Chibemba
🇿🇲 Chinyanja
🇿🇲 Chitonga
🇿🇲 Silozi
🇬🇧 English
🌐 Mixed/General

Local Dataset Inspector: All

25506 Records
Phrase Text Dialect Category Label Source
Miami's run defense is Alex Smith trash. Mixed Safe User Added
Miami bitches Mixed Abusive User Added
MiNo's “@daboss_s: “@willyroast2: Caption this==> http://t.co/qr3OegnJLi"” Nah bitch...we're gonna keep our virginities” Mixed Abusive User Added
MiMi was so worried bout Stevie J marriage that bitch ain't even realize she made a sex tape with a married man Mixed Abusive User Added
Mi caldito de pollo estuvo incredible!! Ahora a snuggle con mi snuggie y mi hubby... Queeee riiikkooo... Mixed Safe User Added
Mfs see a picture of a couple walking on the stairs together & caption it "Goals😍🙌", bitch all they doing is going down the stairs Mixed Abusive User Added
Mfs don't care about tha kid except a few of my niggas & my bitch Mixed Abusive User Added
Met this bitch online. Call her my "e-bae" Mixed Abusive User Added
Met a woman who was trying to feed a crow a Brazil nut Mixed Safe User Added
Met a foreign bitch at Wesley . 👀👀 she better call me Mixed Abusive User Added
Met a bad bitch from Chicago. My hat wasn't cocked, yo. Mixed Abusive User Added
Messy asss bitches , I would blast yall dumb bitches but i'm not even gon stoop to yalls level Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.

Model Training Control

20%

Evaluation Results

Trained Algorithm: Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted Rows: Actual
Algorithm Accuracy Graph